Sarah Alnegheimish
Sarah Alnegheimish
The changes involved are: - Change the `setup.py` python specifications - Update `copula` to the latest version - Add Python3.9 to `tox.ini` - Add Python3.9 to `.github/workflows/tests.yml` - Add 3.9...
Improvements: * refactoring cardea class with minor design changes, resolve #85. New features: * functional api, resolve #91. * compose, resolve #84.
Since we have the Cardea Class, it would also be beneficial to add a layer of functional interfaces that allows using Cardea with as few steps as possible. The design...
In reference to issue #85, we discover a new need of the `predict` function. **current support** The current version of the predict functionality only supports an intermediary input of a...
This issue is to track the development of the Cardea class. Previous updates were also mentioned in #73. The Cardea class is responsible for handling and interacting with all the...
## Prediction Engineering How to use `compose` to write the `problem definition` component in cardea. **Compose** is a machine learning tool for automated prediction engineering. It allows you to structure...
Currently, problem definition returns a cutoff time for each record in the dataset based on what problem it is. Those times can be improved using 2 methods: - account only...
In the mimic dataset, the "datetimeevents" table anonymizes records by shifting the time period of events. See [here](https://mimic.physionet.org/mimictables/datetimeevents/) for complete explanation. This causes an issue for pandas timestamp since the...
### Problem Description Current time series metrics in SDMetrics are detection/classifier based. It would be beneficial to have a metric that assesses the quality of the synthetic time series and...
### Environment Details Please indicate the following details about the environment in which you found the bug: * SDMetrics version: 0.3.2 * Python version: 3.7 ### Error Description Metrics `TSFClassifierEfficacy`...